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Create app.py
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app.py
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import gradio as gr
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from transformers import pipeline
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sentimentPipeline = pipeline('sentiment-analysis')
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def analyze_sentiment(text):
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result = sentimentPipeline(text)
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return f"Sentiment: {result[0]['label']}, Confidence: {result[0]['score']:.2f}"
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app = gr.Interface(
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fn = analyze_sentiment,
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inputs =gr.Textbox(lines = 5, placeholder = "Enter your text here:"),
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outputs = "text",
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title="Sentiment Analysis Tool",
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description = "Sentiment Analysis Tool which helps you to analysis input tone"
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)
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if __name__ == "__main__":
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app.launch()
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